HQ-UNet places a shallow quantum circuit at the U-Net bottleneck and reports 0.805 mean IoU and 94.76% accuracy on LandCover.ai, beating the classical baseline.
D-linknet: Linknet with pretrained encoder and dilated convolution for high resolution satellite imagery road extraction,
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HQ-UNet: A Hybrid Quantum-Classical U-Net with a Quantum Bottleneck for Remote Sensing Image Segmentation
HQ-UNet places a shallow quantum circuit at the U-Net bottleneck and reports 0.805 mean IoU and 94.76% accuracy on LandCover.ai, beating the classical baseline.